The expansion of online video platforms has resulted in a significant increase in the requirement for in-depth motion picture review. Companies and promoters are now keenly seeking perspectives into spectator behavior, engagement metrics, and complete effectiveness. Advanced software are emerging to enable analysts interpret complex information and